دروس متقدمة في الاحتمالات والإحصاء - جعل الرياضيات ممتعة

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Udemy Review

الموقع

Online(رابط الدورة)

التاريخ

عند الطلب

أقسام الدورات

الرياضيات والعلوم و الهندسة

الشهادة

Yes(Certificate of completion)

اللغة

الإنجليزية

رسوم الدورة

(التحقق من صفحة الدورة لآخر سعر) 285.6 دولار أمريكي

عدد الحضور

غير محدود

المهارات المكتسبة

  • You will learn visualizing data, including bar graphs, pie charts, histograms, data distributions, including mean, variance, and standard deviation, and normal distributions and z-scores,
  • Analyzing data, including mean, median, and mode, plus range and IQR and box plots
اسم مقدم الدورة Udemy
مجالات التدريب
  • تجارة و إدارة
  • التسويق الرقمي
  • الموضة و الجمال
  • إنسانيات
  • نظم معلومات و تكنولوجيا
  • لغات
  • الرياضيات والعلوم و الهندسة
  • التصوير والمرئيات
  • طبي , لياقة ورعاية صحية
  • تطوير الذات
  • السياسة و الاقتصاد
  • علوم الاجتماع
  • الخدمات اللوجستية و سلاسل الإمداد
  • التدريب والتعليم
  • السفر و السياحة
  • أخرى
موقعك الإلكتروني (URL) www.udemy.com
حول المزود

Udemy.com is an online learning platform aimed at professional adults and students.

Udemy, a portmanteau of you + academy, has more than 30 million students and 50,000 instructors teaching courses in over 60 languages. There have been over 245 million course enrollments. Students and instructors come from 190+ countries and 2/3 of students are located outside of the U.S. Udemy also has over 4,000 enterprise customers and 80% of Fortune 100 companies use Udemy for employee upskilling (Udemy for Business). Students take courses largely as a means of improving job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.

Udemy serves as a platform that allows instructors to build online courses on topics of their choosing. Using Udemy's course development tools they can upload video, PowerPoint presentations, PDFs, audio, zip files and live classes to create courses.[citation needed] Instructors can also engage and interact with users via online discussion boards.

Courses are offered across a breadth of categories, including business and entrepreneurship, academics, the arts, health and fitness, language, music, and technology. Most classes are in practical subjects such as Excel software or using an iPhone camera. Udemy also offers Udemy for Business, enabling businesses access to a targeted suite of over 3,000 training courses on topics from digital marketing tactics to office productivity, designmanagementprogramming, and more. With Udemy for Business, organizations can also create custom learning portals for corporate training.

 

PROBABILITY & STATISTICS MASTERCLASS IS SET UP TO MAKE LEARNING FUN AND EASY

This 100+ lesson course includes 20+ hours of high-quality video and text explanations of everything from Probability, Statistics, Permutation and Combination. Topic is organized into the following sections:

  • Data Type - Random variable, discrete, continuous, categorical, numerical, nominal, ordinal, qualitative and quantitative data types

  • Visualizing data, including bar graphs, pie charts, histograms, and box plots

  • Analyzing data, including mean, median, and mode, IQR and box-and-whisker plots

  • Data distributions, including standard deviation, variance, coefficient of variation, Covariance and Normal distributions and z-scores

  • Different types of distributions - Uniform, Log Normal, Pareto, Normal, Binomial, Bernoulli

  • Chi Square distribution and Goodness of Fit

  • Central Limit Theorem

  • Hypothesis Testing

  • Probability, including union vs. intersection and independent and dependent events and Bayes' theorem, Total Law of Probability

  • Hypothesis testing, including inferential statistics, significance levels, test statistics, and p-values

  • Permutation with examples

  • Combination with examples

  • Expected Value

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